Managed pressure drilling (MPD) represents a sophisticated drilling method that enables for controlled control over the downhole fluid levels . Compared to traditional drilling, MPD continuously manages the well pressure, minimizing the risk for kicks and maintaining a consistent bottomhole pressure. This approach considerably improves safety, maxi